Logistics aging prediction method, apparatus and device, and storage medium
A forecasting method and time-effective technology, applied in forecasting, logistics, instruments, etc., can solve problems such as differences in the accuracy of waybill forecasting, inaccurate time-limitation forecast, etc., to reduce the possibility, improve the logistics time-effectiveness experience, and achieve the effect of a large time-effectiveness range.
Pending Publication Date: 2021-06-22
上海寻梦信息技术有限公司
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[0004] In order to overcome the defects of the above-mentioned related technologies, the present invention provides a logistics timeliness prediction method, device, equipment and storage medium, and then optimizes the logistics timeliness prediction, thereby avoiding inaccurate predictions caused by differences in the accuracy of waybill predictions for different routes. situation, and further improve the user experience
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[0041] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete and fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments.
[0042] Furthermore, the drawings are merely schematic illustrations of the invention and are not necessarily drawn to scale. The same reference numerals in the drawings denote the same or similar parts, and thus repeated descriptions thereof will be omitted. Some of the block diagrams shown in the drawings are functional entities and do not necessarily correspond to physically or logically separate entities. These functional entities may be impleme...
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The invention provides a logistics timeliness prediction method and device, equipment and a storage medium, and a rule configuration method of the logistics timeliness prediction method, and the method comprises the steps: obtaining the confidence coefficient of historical timeliness prediction of a to-be-predicted waybill; judging whether the confidence coefficient is greater than a set confidence threshold value or not: if yes, according to the to-be-predicted waybill, providing first predicted waybill timeliness; if not, according to the to-be-predicted waybill, providing a second predicted waybill time efficiency, wherein the second predicted waybill time efficiency is later than the first predicted waybill time efficiency. According to the method, logistics timeliness prediction is realized, so the condition of inaccurate timeliness prediction caused by waybill prediction accuracy difference of different routes is avoided, and the user experience is further improved.
Description
technical field [0001] The invention relates to the field of computer applications, in particular to a logistics timeliness prediction method, device, equipment and storage medium. Background technique [0002] In logistics timeliness prediction, the expected delivery time of the waybill is usually obtained through model prediction based on the delivery data of the historical waybill. In some scenarios, the prediction of logistics timeliness can be accurate to the hour. After predicting the delivery timeliness, the prediction results can be transparently transmitted to the client, merchant side, and customer service side, so that users or customer service have an expectation on the delivery timeliness of express delivery. However, at present, the actual prediction accuracy of the waybills of different routes is quite different, and the waybills with inaccurate predictions will bring unnecessary troubles to users and affect the user experience. [0003] Therefore, how to op...
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IPC IPC(8): G06Q10/04G06Q10/08G06N20/00
CPCG06Q10/04G06Q10/083G06N20/00
Inventor 李玉娇
Owner 上海寻梦信息技术有限公司